Corentin Hembise
@CorentinHembis3
ML Engineer at @LaliloApp | From @utcompiegne
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the perfect ci/cd fails in less than 1 minute
Orchestration is currently the most critical element in the data engineering and ML stack but there is still no clear tech winner in this space. Some notables are @ApacheAirflow, @dagster @PrefectIO @flyteorg and 5 more are in the queue.
So, are we supposed to work if ChatGPT is down? Asking for a friend
"L’écart entre la réalité de la technologie déployée dans l’industrie et la perception qu’en ont les décideurs publics s’est considérablement accru, au risque de concentrer le débat sur des chimères technologiques détournant des véritables problèmes sociétaux posés par l’IA"
It's been ~15 months since I switched fields (into DB) and started a PhD, so I did a bit of freewriting. I reflect on ML engineering and some uncomfortable learnings: shreya-shankar.com/phd-year-one/
Soutenance de thèse de Lucile Gelin le 2 février 2022 ! Reconnaissance automatique de la parole d’enfants apprenant·e·s lecteur·ice·s en salle de classe : modélisation acoustique de phonèmes. @lalilo_lecture @IRIToulouse @UT3PaulSabatier
What would you do if slack was down? I don’t even remember how to send an email
La lecture, grande cause nationale ! Mais comment améliorer son apprentissage ? Réponse avec Mikaël Simarik, @LaliloApp, et Laura Baron, @championlecture. Ils sont les invités d'@Eva_Bensaadi dans SMART ÉDUCATION. 👉 bsmart.fr/video/8947-sma… #bsmart #smarteducation
Here is the preview of the VSCode extension for #Type4Py, a deep similarity learning-based type inference for Python. Joint work with @elatoskinas, @prksch, @gousiosg. Stay tuned for the public release! #machinelearning #typeinference #python #vscode #extension #ML4SE
🤔 Remember when you requested a UI for DVC and CML? The day has come! 🎉 😍 UI for ML experiment tracking 💪🏼 The power of Git to track, preserve and reproduce experiments 📈 Graphs to compare experiments 🚀 Run CML in the cloud or Kubernetes 👉🏽 dvc.org/blog/introduci…
Seedlings are exponential processes: as a seedling grows, it has more surface area, so it collects more surplus energy, so it can put more energy into growing. Seedlings rapidly accelerate in growth, doubling in size in an amazingly short time.
In data science, often we have a lot of data and want to parallelize our algorithms so they complete faster. For example, when you call a sklearn function, you have the ability to set the `n_jobs` parameter to “enable parallelism.” What does this mean? Thread:
Inspired by the work of @b0rk, I made a log parsing cheat sheet which is very handy during incident response or threat hunting! You can print it for your office!📌 #infosec #DFIR If you like it, follow me for more stuff like this in 2021! 🤓
How should Git flow with DVC work? Here's a proposal: - Use a "debugging dataset" on your local workspace - Use CI runners to execute DVC pipelines - Have a git branch naming convention for experiments We want to know what you think 🧠 git.rz.uni-augsburg.de/rabefabi/git-f…
bash cheat sheet: what (), {}, $(()), $(), ${}, [], [[]] mean permalink: wizardzines.com/comics/bracket…
![b0rk's tweet image. bash cheat sheet: what (), {}, $(()), $(), ${}, [], [[]] mean
permalink: wizardzines.com/comics/bracket…](https://pbs.twimg.com/media/Ejcy-2EWoAA1vVD.jpg)
The hardest part of data science isn't the technology
Quick-Start with FBProphet (Facebook's #TimeSeries #Forecasting Procedure implemented in R and #Python): facebook.github.io/prophet/docs/q… —————— #BigData #DataScience #AI #MachineLearning #Coding #PredictiveAnalytics #PredictiveModeling #IoT #IIoT #IoTPL #AnomalyDetection #Industry40
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